Screen LibraryBayesian networks and influence diagrams a guide to construction and analysis /
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| Literature type: | eBook |
| Language: | English |
| Edition: | 2nd ed. |
| Series: |
Information science and statistics ; 22. |
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| Online Access: |
http://dx.doi.org/10.1007/978-1-4614-5104-4 |
| Carrier Form: | 1 online resource (xvii, 382 p.) : ill. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781461451044 (electronic bk.) 1461451043 (electronic bk.) |
| Index Number: | QA279 |
| CLC: | O212 |
| Contents: |
Fundamentals -- Introduction -- Networks -- Probabilities -- Probabilistic Networks -- Solving Probabilistic Networks -- Model Construction -- Eliciting the Model -- Modeling Techniques -- Data-Driven Modeling -- Model Analysis -- Conflict Analysis -- Sensitivity Analysis -- Value of Information Analysis. |